Upload folder using huggingface_hub
Browse files- best_model/config.json +51 -0
- best_model/eval_results.txt +4 -0
- best_model/merges.txt +0 -0
- best_model/model.safetensors +3 -0
- best_model/model_args.json +1 -0
- best_model/optimizer.pt +3 -0
- best_model/scheduler.pt +3 -0
- best_model/special_tokens_map.json +51 -0
- best_model/tokenizer_config.json +57 -0
- best_model/training_args.bin +3 -0
- best_model/vocab.json +0 -0
- checkpoint-20390-epoch-5/config.json +51 -0
- checkpoint-20390-epoch-5/eval_results.txt +4 -0
- checkpoint-20390-epoch-5/merges.txt +0 -0
- checkpoint-20390-epoch-5/model.safetensors +3 -0
- checkpoint-20390-epoch-5/model_args.json +1 -0
- checkpoint-20390-epoch-5/optimizer.pt +3 -0
- checkpoint-20390-epoch-5/scheduler.pt +3 -0
- checkpoint-20390-epoch-5/special_tokens_map.json +51 -0
- checkpoint-20390-epoch-5/tokenizer_config.json +57 -0
- checkpoint-20390-epoch-5/training_args.bin +3 -0
- checkpoint-20390-epoch-5/vocab.json +0 -0
- config.json +51 -0
- eval_results.txt +4 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- model_args.json +1 -0
- special_tokens_map.json +51 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- training_progress_scores.csv +26 -0
- vocab.json +0 -0
best_model/config.json
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{
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"_name_or_path": "NLPC-UOM/SinBERT-large",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"initializer_range": 0.02,
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"LABEL_8": 8,
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"LABEL_9": 9
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 52000
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}
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best_model/eval_results.txt
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eval_loss = 0.3154778105703219
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macro_f1 = 0.8927895846394481
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mcc = 0.8895441325756123
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weighted_f1 = 0.9005759043934332
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best_model/merges.txt
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best_model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:02927daeceaa78df1d5653510aad5fdd6a6cd393bb8da33eb973819ed90462b5
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size 506329920
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best_model/model_args.json
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{"adam_epsilon": 1e-08, "best_model_dir": "outputs/SinBERT-large/best_model", "cache_dir": "cache_dir/SinBERT-large", "config": {}, "cosine_schedule_num_cycles": 0.5, "custom_layer_parameters": [], "custom_parameter_groups": [], "dataloader_num_workers": 0, "do_lower_case": false, "dynamic_quantize": false, "early_stopping_consider_epochs": false, "early_stopping_delta": 0, "early_stopping_metric": "eval_loss", "early_stopping_metric_minimize": true, "early_stopping_patience": 3, "encoding": null, "adafactor_eps": [1e-30, 0.001], "adafactor_clip_threshold": 1.0, "adafactor_decay_rate": -0.8, "adafactor_beta1": null, "adafactor_scale_parameter": true, "adafactor_relative_step": true, "adafactor_warmup_init": true, "eval_batch_size": 16, "evaluate_during_training": true, "evaluate_during_training_silent": true, "evaluate_during_training_steps": 1000, "evaluate_during_training_verbose": true, "evaluate_each_epoch": true, "fp16": true, "gradient_accumulation_steps": 1, "learning_rate": 2e-05, "local_rank": -1, "logging_steps": 1000, "manual_seed": 777, "max_grad_norm": 1.0, "max_seq_length": 256, "model_name": "NLPC-UOM/SinBERT-large", "model_type": "roberta", "multiprocessing_chunksize": 500, "n_gpu": 1, "no_cache": false, "no_save": false, "not_saved_args": [], "num_train_epochs": 5, "optimizer": "AdamW", "output_dir": "outputs/SinBERT-large", "overwrite_output_dir": true, "process_count": 78, "polynomial_decay_schedule_lr_end": 1e-07, "polynomial_decay_schedule_power": 1.0, "quantized_model": false, "reprocess_input_data": true, "save_best_model": true, "save_eval_checkpoints": true, "save_model_every_epoch": true, "save_optimizer_and_scheduler": true, "save_recent_only": true, "save_steps": 1000, "scheduler": "linear_schedule_with_warmup", "silent": false, "skip_special_tokens": true, "tensorboard_dir": null, "thread_count": null, "train_batch_size": 16, "train_custom_parameters_only": false, "use_cached_eval_features": false, "use_early_stopping": false, "use_multiprocessing": false, "wandb_kwargs": {}, "wandb_project": "NSINa_media_identification", "warmup_ratio": 0.06, "warmup_steps": 1224, "weight_decay": 0.0, "model_class": "LCPModel", "labels_list": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "labels_map": {}, "lazy_delimiter": "\t", "lazy_labels_column": 1, "lazy_loading": false, "lazy_loading_start_line": 1, "lazy_text_a_column": null, "lazy_text_b_column": null, "lazy_text_column": 0, "onnx": false, "regression": false, "sliding_window": false, "special_tokens_list": [], "stride": 0.8, "tie_value": 1}
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best_model/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0849358be7df50f194be5a953652be78c4e151e6d28c0be96cbfce66a0c8acee
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size 1008004666
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best_model/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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best_model/special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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"cls_token": {
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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best_model/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"special": true
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"normalized": true,
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"single_word": false,
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"special": true
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"single_word": false,
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"special": true
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},
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"4": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"do_lower_case": false,
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"unk_token": "<unk>"
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}
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best_model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ca9a30c266d724dd0fac85296d7c2841d138ca9a0566767df1d1390f6d425fec
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size 3576
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best_model/vocab.json
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checkpoint-20390-epoch-5/config.json
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{
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"_name_or_path": "NLPC-UOM/SinBERT-large",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"hidden_act": "gelu",
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8",
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},
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},
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"layer_norm_eps": 1e-12,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 52000
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}
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checkpoint-20390-epoch-5/eval_results.txt
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eval_loss = 0.44269621418173616
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macro_f1 = 0.9069816080339459
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mcc = 0.9056519668799083
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weighted_f1 = 0.9156302187107578
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checkpoint-20390-epoch-5/merges.txt
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checkpoint-20390-epoch-5/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a18dcfcbb68579e1fee26a50de38084664c987dc061a7d433ecb0f236cb7f952
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size 506329920
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checkpoint-20390-epoch-5/model_args.json
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checkpoint-20390-epoch-5/tokenizer_config.json
ADDED
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checkpoint-20390-epoch-5/vocab.json
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config.json
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eval_results.txt
ADDED
@@ -0,0 +1,4 @@
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eval_loss = 0.44269621418173616
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merges.txt
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|
model.safetensors
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model_args.json
ADDED
@@ -0,0 +1 @@
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{"adam_epsilon": 1e-08, "best_model_dir": "outputs/SinBERT-large/best_model", "cache_dir": "cache_dir/SinBERT-large", "config": {}, "cosine_schedule_num_cycles": 0.5, "custom_layer_parameters": [], "custom_parameter_groups": [], "dataloader_num_workers": 0, "do_lower_case": false, "dynamic_quantize": false, "early_stopping_consider_epochs": false, "early_stopping_delta": 0, "early_stopping_metric": "eval_loss", "early_stopping_metric_minimize": true, "early_stopping_patience": 3, "encoding": null, "adafactor_eps": [1e-30, 0.001], "adafactor_clip_threshold": 1.0, "adafactor_decay_rate": -0.8, "adafactor_beta1": null, "adafactor_scale_parameter": true, "adafactor_relative_step": true, "adafactor_warmup_init": true, "eval_batch_size": 16, "evaluate_during_training": true, "evaluate_during_training_silent": true, "evaluate_during_training_steps": 1000, "evaluate_during_training_verbose": true, "evaluate_each_epoch": true, "fp16": true, "gradient_accumulation_steps": 1, "learning_rate": 2e-05, "local_rank": -1, "logging_steps": 1000, "manual_seed": 777, "max_grad_norm": 1.0, "max_seq_length": 256, "model_name": "NLPC-UOM/SinBERT-large", "model_type": "roberta", "multiprocessing_chunksize": 500, "n_gpu": 1, "no_cache": false, "no_save": false, "not_saved_args": [], "num_train_epochs": 5, "optimizer": "AdamW", "output_dir": "outputs/SinBERT-large", "overwrite_output_dir": true, "process_count": 78, "polynomial_decay_schedule_lr_end": 1e-07, "polynomial_decay_schedule_power": 1.0, "quantized_model": false, "reprocess_input_data": true, "save_best_model": true, "save_eval_checkpoints": true, "save_model_every_epoch": true, "save_optimizer_and_scheduler": true, "save_recent_only": true, "save_steps": 1000, "scheduler": "linear_schedule_with_warmup", "silent": false, "skip_special_tokens": true, "tensorboard_dir": null, "thread_count": null, "train_batch_size": 16, "train_custom_parameters_only": false, "use_cached_eval_features": false, "use_early_stopping": false, "use_multiprocessing": false, "wandb_kwargs": {}, "wandb_project": "NSINa_media_identification", "warmup_ratio": 0.06, "warmup_steps": 1224, "weight_decay": 0.0, "model_class": "LCPModel", "labels_list": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "labels_map": {}, "lazy_delimiter": "\t", "lazy_labels_column": 1, "lazy_loading": false, "lazy_loading_start_line": 1, "lazy_text_a_column": null, "lazy_text_b_column": null, "lazy_text_column": 0, "onnx": false, "regression": false, "sliding_window": false, "special_tokens_list": [], "stride": 0.8, "tie_value": 1}
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special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
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tokenizer_config.json
ADDED
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|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"0": {
|
5 |
+
"content": "<s>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"1": {
|
13 |
+
"content": "<pad>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": true,
|
16 |
+
"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"2": {
|
21 |
+
"content": "</s>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": true,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"3": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": true,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false,
|
34 |
+
"special": true
|
35 |
+
},
|
36 |
+
"4": {
|
37 |
+
"content": "<mask>",
|
38 |
+
"lstrip": true,
|
39 |
+
"normalized": false,
|
40 |
+
"rstrip": false,
|
41 |
+
"single_word": false,
|
42 |
+
"special": true
|
43 |
+
}
|
44 |
+
},
|
45 |
+
"bos_token": "<s>",
|
46 |
+
"clean_up_tokenization_spaces": true,
|
47 |
+
"cls_token": "<s>",
|
48 |
+
"do_lower_case": false,
|
49 |
+
"eos_token": "</s>",
|
50 |
+
"errors": "replace",
|
51 |
+
"mask_token": "<mask>",
|
52 |
+
"model_max_length": 1000000000000000019884624838656,
|
53 |
+
"pad_token": "<pad>",
|
54 |
+
"sep_token": "</s>",
|
55 |
+
"tokenizer_class": "RobertaTokenizer",
|
56 |
+
"unk_token": "<unk>"
|
57 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:ca9a30c266d724dd0fac85296d7c2841d138ca9a0566767df1d1390f6d425fec
|
3 |
+
size 3576
|
training_progress_scores.csv
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
global_step,mcc,train_loss,eval_loss,macro_f1,weighted_f1
|
2 |
+
1000,0.7249631276917722,0.6899337768554688,0.7149740525804428,0.6861237773554221,0.7404400849645514
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3 |
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2000,0.8250468853098997,1.2189445495605469,0.4694556796078115,0.8298647710550972,0.841203757447534
|
4 |
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3000,0.8565016149241353,0.47677290439605713,0.37307192759366814,0.8592561853353228,0.8716364056983205
|
5 |
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4000,0.8614063513563004,0.4126918315887451,0.36531312993444537,0.8686313864149197,0.8777542005491137
|
6 |
+
4078,0.8607804731987956,0.6874412894248962,0.3607587228787628,0.8610509105425994,0.8717091429354031
|
7 |
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5000,0.8701219733246837,0.6174488663673401,0.3572079126398994,0.8743730643790466,0.8846872188979832
|
8 |
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6000,0.8823741403168455,0.34158703684806824,0.33033408907279044,0.8879531071413821,0.8952095945594969
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9 |
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7000,0.8889545073757846,0.32906392216682434,0.31933973289796436,0.8893607365967503,0.8999464861789683
|
10 |
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8000,0.891838173996875,0.483745276927948,0.316495034991382,0.8955612877139888,0.9036371602880287
|
11 |
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8156,0.8895441325756123,0.3595193326473236,0.3154778105703219,0.8927895846394481,0.9005759043934332
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9000,0.8926852654715653,0.40296056866645813,0.3404247197548198,0.8954777440062014,0.903474943923234
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10000,0.8931552496932907,0.007373407483100891,0.35574158304063236,0.8950611107606617,0.9046521566882554
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11000,0.8916955678083129,0.1426694095134735,0.36882667481439757,0.8950608818307846,0.9033266805403168
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15 |
+
12000,0.902645260956392,0.17924252152442932,0.34687616395464554,0.9047890890134587,0.9126310550435072
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12234,0.9018868526149261,0.04063840210437775,0.3409417719469459,0.9038560171599972,0.912172755338866
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13000,0.8980359047185036,0.34664687514305115,0.39842434247159747,0.9006989596220384,0.908891002538375
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18 |
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14000,0.9035152451141234,0.005841359496116638,0.39474163404645374,0.90477253849664,0.9137805847822726
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19 |
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15000,0.9061259396194492,0.003656625747680664,0.40215588082038356,0.9074873860417447,0.9160483102857059
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16000,0.9013981603389126,0.46123290061950684,0.43752268918416576,0.9024537469668023,0.9117007012550186
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16312,0.9035701082625275,0.0010096568148583174,0.42092857816736606,0.9054677995331435,0.9137789622418753
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22 |
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17000,0.9007819478859096,0.16584250330924988,0.4520820812506823,0.9029096989878209,0.91103694041233
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23 |
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18000,0.9060082904160552,0.004490107297897339,0.4412702543882546,0.9078473497690741,0.9161170947598247
|
24 |
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19000,0.9044819417378809,0.011362247169017792,0.4437350818501695,0.9060839798528224,0.9149506740534339
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20000,0.9061153362506392,0.0003409534692764282,0.44207101054325504,0.9073692058511929,0.9160317436958344
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20390,0.9056519668799083,0.0001624639262445271,0.44269621418173616,0.9069816080339459,0.9156302187107578
|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|